CASIA OpenIR

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Scene captioning with deep fusion of images and point clouds 期刊论文
PATTERN RECOGNITION LETTERS, 2022, 卷号: 158, 页码: 9-15
Authors:  Yu, Qiang;  Zhang, Chunxia;  Weng, Lubin;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:7/0  |  Submit date:2022/07/25
Scene captioning  Point cloud  Deep fusion  Scene captioning  Point cloud  Deep fusion  
Monocular contextual constraint for stereo matching with adaptive weights assignment 期刊论文
IMAGE AND VISION COMPUTING, 2022, 卷号: 121, 页码: 10
Authors:  Zhang, Chenghao;  Meng, Gaofeng;  Su, Bing;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:13/0  |  Submit date:2022/06/10
Deep learning  Stereo matching  Monocular contextual constraint  Adaptive weights assignment  
Multi-modal spatio-temporal meteorological forecasting with deep neural network 期刊论文
ISPRS Journal of Photogrammetry and Remote Sensing, 2022, 页码: 14
Authors:  Xinbang Zhang;  Qizhao Jin;  Tingzhao Yu;  Shiming Xiang;  Qiuming Kuang;  Véronique Prinet;  Chunhong Pan
Adobe PDF(3735Kb)  |  Favorite  |  View/Download:13/0  |  Submit date:2022/07/01
Meterological forecasting  Deep learning  Neural architecture search  AutoML  
TVGCN: Time-variant graph convolutional network for traffic forecasting 期刊论文
NEUROCOMPUTING, 2022, 卷号: 471, 页码: 118-129
Authors:  Wang, Yuhu;  Fang, Shen;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:15/0  |  Submit date:2022/06/06
Spatial-temporal correlation  Graph convolutional network  Traffic forecasting  
PSNet: Perspective-sensitive convolutional network for object detection 期刊论文
NEUROCOMPUTING, 2022, 卷号: 468, 页码: 384-395
Authors:  Zhang, Xin;  Liu, Yicheng;  Huo, Chunlei;  Xu, Nuo;  Wang, Lingfeng;  Pan, Chunhong
Adobe PDF(8656Kb)  |  Favorite  |  View/Download:30/1  |  Submit date:2021/12/28
Object detection  Perspective-sensitive  Structural neural network  
Train in Dense and Test in Sparse: A Method for Sparse Object Detection in Aerial Images 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
Authors:  Ding, Kun;  He, Guojin;  Gu, Huxiang;  Zhong, Zisha;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:16/0  |  Submit date:2022/02/16
Convolution  Head  Training  Testing  Object detection  Feature extraction  Real-time systems  Aerial images  object detection  sparse convolution  spatial sparsity  
TR-MISR: Multiimage Super-Resolution Based on Feature Fusion With Transformers 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 1373-1388
Authors:  An, Tai;  Zhang, Xin;  Huo, Chunlei;  Xue, Bin;  Wang, Lingfeng;  Pan, Chunhong
Favorite  |  View/Download:12/0  |  Submit date:2022/03/17
Transformers  Superresolution  Satellites  Remote sensing  Task analysis  Deep learning  Image resolution  Deep learning  end-to-end networks  feature extraction and fusion  multiimage super-resolution (MISR)  remote sensing  transformers  
HENet: Head-Level Ensemble Network for Very High Resolution Remote Sensing Images Semantic Segmentation 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
Authors:  Cao, Yong;  Huo, Chunlei;  Xu, Nuo;  Zhang, Xin;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:11/0  |  Submit date:2022/06/06
Head  Computational modeling  Semantics  Image segmentation  Feature extraction  Correlation  Mathematical models  Cooperative learning (CL)  ensemble learning  semantic segmentation  
Hyperparameter Configuration Learning for Ship Detection From Synthetic Aperture Radar Images 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
Authors:  Xu, Nuo;  Huo, Chunlei;  Zhang, Xin;  Cao, Yong;  Pan, Chunhong
Favorite  |  View/Download:13/0  |  Submit date:2022/02/16
Radar polarimetry  Synthetic aperture radar  Marine vehicles  Training  Feature extraction  Optimization  Optical sensors  Hyperparameter configuration learning (HCL)  object detection  reinforcement learning (RL)  synthetic aperture radar (SAR)  
Dynamic camera configuration learning for high-confidence active object detection 期刊论文
NEUROCOMPUTING, 2021, 卷号: 466, 页码: 113-127
Authors:  Xu, Nuo;  Huo, Chunlei;  Zhang, Xin;  Cao, Yong;  Meng, Gaofeng;  Pan, Chunhong
Favorite  |  View/Download:18/0  |  Submit date:2021/12/28
Object detection  Active object detection  Deep reinforcement learning  Camera control